Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 68894 |
| Missing cells | 125773 |
| Missing cells (%) | 6.5% |
| Duplicate rows | 15639 |
| Duplicate rows (%) | 22.7% |
| Total size in memory | 14.7 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 5 |
| Numeric | 17 |
| Boolean | 5 |
| Dataset has 15639 (22.7%) duplicate rows | Duplicates |
buildYear is highly overall correlated with buildingMaterial and 2 other fields | High correlation |
buildingMaterial is highly overall correlated with buildYear and 1 other fields | High correlation |
centreDistance is highly overall correlated with collegeDistance and 1 other fields | High correlation |
clinicDistance is highly overall correlated with poiCount | High correlation |
collegeDistance is highly overall correlated with centreDistance and 1 other fields | High correlation |
condition is highly overall correlated with buildYear | High correlation |
floor is highly overall correlated with floorCount | High correlation |
floorCount is highly overall correlated with floor and 1 other fields | High correlation |
hasElevator is highly overall correlated with floorCount | High correlation |
pharmacyDistance is highly overall correlated with poiCount | High correlation |
poiCount is highly overall correlated with centreDistance and 6 other fields | High correlation |
postOfficeDistance is highly overall correlated with poiCount | High correlation |
price is highly overall correlated with squareMeters | High correlation |
restaurantDistance is highly overall correlated with poiCount | High correlation |
rooms is highly overall correlated with squareMeters | High correlation |
schoolDistance is highly overall correlated with poiCount | High correlation |
squareMeters is highly overall correlated with price and 1 other fields | High correlation |
type is highly overall correlated with buildYear and 1 other fields | High correlation |
ownership is highly imbalanced (69.8%) | Imbalance |
hasSecurity is highly imbalanced (51.8%) | Imbalance |
type has 15278 (22.2%) missing values | Missing |
floor has 12472 (18.1%) missing values | Missing |
floorCount has 956 (1.4%) missing values | Missing |
buildYear has 11935 (17.3%) missing values | Missing |
collegeDistance has 2021 (2.9%) missing values | Missing |
buildingMaterial has 26791 (38.9%) missing values | Missing |
condition has 51924 (75.4%) missing values | Missing |
hasElevator has 3545 (5.1%) missing values | Missing |
poiCount has 3709 (5.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-16 08:56:04.135482 |
|---|---|
| Analysis finished | 2023-12-16 08:56:49.733198 |
| Duration | 45.6 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
id
Text
| Distinct | 39028 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.4 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Characters and Unicode
| Total characters | 2204608 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 21736 ? |
|---|---|
| Unique (%) | 31.5% |
Sample
| 1st row | f8524536d4b09a0c8ccc0197ec9d7bde |
|---|---|
| 2nd row | accbe77d4b360fea9735f138a50608dd |
| 3rd row | 8373aa373dbc3fe7ca3b7434166b8766 |
| 4th row | 0a68cd14c44ec5140143ece75d739535 |
| 5th row | f66320e153c2441edc0fe293b54c8aeb |
| Value | Count | Frequency (%) |
| 98bd9e22e76cf1b940267b08127c69be | 4 | < 0.1% |
| 8dcedc3348a412e1231409f709a878c0 | 4 | < 0.1% |
| c2f6967522d51476018897b09eda1681 | 4 | < 0.1% |
| f07d1a367ba574098a19051aac2b9420 | 4 | < 0.1% |
| e9515cd3c41b08a685b7be771be6c87e | 4 | < 0.1% |
| a2c86da33af1985a6311b733ad66c484 | 4 | < 0.1% |
| d43824e76ee9fcec2b56efa42f95cbd4 | 4 | < 0.1% |
| e27d0f0fe4010f798fc6d988889ea99b | 4 | < 0.1% |
| 847e663331e42081f83f3371b8f8d435 | 4 | < 0.1% |
| 32de3e2719ac695f6ebead4c3a1e47f3 | 4 | < 0.1% |
| Other values (39018) | 68854 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 138570 | 6.3% |
| a | 138433 | 6.3% |
| 2 | 138129 | 6.3% |
| 6 | 138061 | 6.3% |
| 3 | 138055 | 6.3% |
| 0 | 137963 | 6.3% |
| 5 | 137941 | 6.3% |
| e | 137940 | 6.3% |
| d | 137921 | 6.3% |
| 7 | 137843 | 6.3% |
| Other values (6) | 823752 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1377792 | |
| Lowercase Letter | 826816 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 138570 | |
| 2 | 138129 | |
| 6 | 138061 | |
| 3 | 138055 | |
| 0 | 137963 | |
| 5 | 137941 | |
| 7 | 137843 | |
| 8 | 137300 | |
| 1 | 137121 | |
| 9 | 136809 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 138433 | |
| e | 137940 | |
| d | 137921 | |
| f | 137710 | |
| c | 137579 | |
| b | 137233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1377792 | |
| Latin | 826816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 138570 | |
| 2 | 138129 | |
| 6 | 138061 | |
| 3 | 138055 | |
| 0 | 137963 | |
| 5 | 137941 | |
| 7 | 137843 | |
| 8 | 137300 | |
| 1 | 137121 | |
| 9 | 136809 |
Latin
| Value | Count | Frequency (%) |
| a | 138433 | |
| e | 137940 | |
| d | 137921 | |
| f | 137710 | |
| c | 137579 | |
| b | 137233 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2204608 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 138570 | 6.3% |
| a | 138433 | 6.3% |
| 2 | 138129 | 6.3% |
| 6 | 138061 | 6.3% |
| 3 | 138055 | 6.3% |
| 0 | 137963 | 6.3% |
| 5 | 137941 | 6.3% |
| e | 137940 | 6.3% |
| d | 137921 | 6.3% |
| 7 | 137843 | 6.3% |
| Other values (6) | 823752 |
city
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.4 KiB |
| warszawa | |
|---|---|
| krakow | |
| gdansk | |
| wroclaw | |
| lodz | |
| Other values (10) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 6.896377 |
| Min length | 4 |
Characters and Unicode
| Total characters | 475119 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | szczecin |
|---|---|
| 2nd row | szczecin |
| 3rd row | szczecin |
| 4th row | szczecin |
| 5th row | szczecin |
Common Values
| Value | Count | Frequency (%) |
| warszawa | 20256 | |
| krakow | 9883 | |
| gdansk | 6888 | 10.0% |
| wroclaw | 6612 | 9.6% |
| lodz | 5559 | 8.1% |
| bydgoszcz | 3677 | 5.3% |
| gdynia | 3000 | 4.4% |
| poznan | 2818 | 4.1% |
| lublin | 2318 | 3.4% |
| szczecin | 2049 | 3.0% |
| Other values (5) | 5834 | 8.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| warszawa | 20256 | |
| krakow | 9883 | |
| gdansk | 6888 | 10.0% |
| wroclaw | 6612 | 9.6% |
| lodz | 5559 | 8.1% |
| bydgoszcz | 3677 | 5.3% |
| gdynia | 3000 | 4.4% |
| poznan | 2818 | 4.1% |
| lublin | 2318 | 3.4% |
| szczecin | 2049 | 3.0% |
| Other values (5) | 5834 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 95076 | |
| w | 67106 | |
| z | 42359 | |
| r | 38760 | |
| s | 35482 | 7.5% |
| o | 35203 | 7.4% |
| k | 29659 | 6.2% |
| d | 20406 | 4.3% |
| n | 19891 | 4.2% |
| c | 17967 | 3.8% |
| Other values (11) | 73210 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 475119 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 95076 | |
| w | 67106 | |
| z | 42359 | |
| r | 38760 | |
| s | 35482 | 7.5% |
| o | 35203 | 7.4% |
| k | 29659 | 6.2% |
| d | 20406 | 4.3% |
| n | 19891 | 4.2% |
| c | 17967 | 3.8% |
| Other values (11) | 73210 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 475119 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 95076 | |
| w | 67106 | |
| z | 42359 | |
| r | 38760 | |
| s | 35482 | 7.5% |
| o | 35203 | 7.4% |
| k | 29659 | 6.2% |
| d | 20406 | 4.3% |
| n | 19891 | 4.2% |
| c | 17967 | 3.8% |
| Other values (11) | 73210 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 475119 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 95076 | |
| w | 67106 | |
| z | 42359 | |
| r | 38760 | |
| s | 35482 | 7.5% |
| o | 35203 | 7.4% |
| k | 29659 | 6.2% |
| d | 20406 | 4.3% |
| n | 19891 | 4.2% |
| c | 17967 | 3.8% |
| Other values (11) | 73210 |
type
Categorical
HIGH CORRELATION MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15278 |
| Missing (%) | 22.2% |
| Memory size | 538.4 KiB |
| blockOfFlats | |
|---|---|
| tenement | |
| apartmentBuilding |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 12.187183 |
| Min length | 8 |
Characters and Unicode
| Total characters | 653428 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | blockOfFlats |
|---|---|
| 2nd row | blockOfFlats |
| 3rd row | tenement |
| 4th row | tenement |
| 5th row | blockOfFlats |
Common Values
| Value | Count | Frequency (%) |
| blockOfFlats | 32104 | |
| tenement | 10836 | 15.7% |
| apartmentBuilding | 10676 | 15.5% |
| (Missing) | 15278 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| blockofflats | 32104 | |
| tenement | 10836 | 20.2% |
| apartmentbuilding | 10676 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 75128 | 11.5% |
| l | 74884 | 11.5% |
| a | 53456 | 8.2% |
| e | 43184 | 6.6% |
| n | 43024 | 6.6% |
| b | 32104 | 4.9% |
| F | 32104 | 4.9% |
| s | 32104 | 4.9% |
| f | 32104 | 4.9% |
| O | 32104 | 4.9% |
| Other values (11) | 203232 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 578544 | |
| Uppercase Letter | 74884 | 11.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 75128 | |
| l | 74884 | |
| a | 53456 | |
| e | 43184 | 7.5% |
| n | 43024 | 7.4% |
| b | 32104 | 5.5% |
| s | 32104 | 5.5% |
| f | 32104 | 5.5% |
| k | 32104 | 5.5% |
| c | 32104 | 5.5% |
| Other values (8) | 128348 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 32104 | |
| O | 32104 | |
| B | 10676 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 653428 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 75128 | 11.5% |
| l | 74884 | 11.5% |
| a | 53456 | 8.2% |
| e | 43184 | 6.6% |
| n | 43024 | 6.6% |
| b | 32104 | 4.9% |
| F | 32104 | 4.9% |
| s | 32104 | 4.9% |
| f | 32104 | 4.9% |
| O | 32104 | 4.9% |
| Other values (11) | 203232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 653428 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 75128 | 11.5% |
| l | 74884 | 11.5% |
| a | 53456 | 8.2% |
| e | 43184 | 6.6% |
| n | 43024 | 6.6% |
| b | 32104 | 4.9% |
| F | 32104 | 4.9% |
| s | 32104 | 4.9% |
| f | 32104 | 4.9% |
| O | 32104 | 4.9% |
| Other values (11) | 203232 |
squareMeters
Real number (ℝ)
HIGH CORRELATION
| Distinct | 5537 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.944435 |
| Minimum | 25 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 31.65 |
| Q1 | 44.4925 |
| median | 55 |
| Q3 | 69 |
| 95-th percentile | 100.2 |
| Maximum | 150 |
| Range | 125 |
| Interquartile range (IQR) | 24.5075 |
Descriptive statistics
| Standard deviation | 21.279593 |
|---|---|
| Coefficient of variation (CV) | 0.36101106 |
| Kurtosis | 1.7384349 |
| Mean | 58.944435 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.1567838 |
| Sum | 4060917.9 |
| Variance | 452.82109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38 | 897 | 1.3% |
| 50 | 835 | 1.2% |
| 48 | 817 | 1.2% |
| 60 | 794 | 1.2% |
| 53 | 756 | 1.1% |
| 49 | 714 | 1.0% |
| 47 | 713 | 1.0% |
| 46 | 669 | 1.0% |
| 64 | 668 | 1.0% |
| 56 | 659 | 1.0% |
| Other values (5527) | 61372 |
| Value | Count | Frequency (%) |
| 25 | 176 | |
| 25.01 | 1 | < 0.1% |
| 25.02 | 7 | < 0.1% |
| 25.03 | 7 | < 0.1% |
| 25.04 | 12 | < 0.1% |
| 25.07 | 3 | < 0.1% |
| 25.1 | 7 | < 0.1% |
| 25.11 | 3 | < 0.1% |
| 25.12 | 6 | < 0.1% |
| 25.13 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 150 | 14 | |
| 149.94 | 1 | < 0.1% |
| 149.86 | 3 | < 0.1% |
| 149.8 | 4 | < 0.1% |
| 149.7 | 4 | < 0.1% |
| 149.68 | 3 | < 0.1% |
| 149.2 | 11 | |
| 149.03 | 1 | < 0.1% |
| 149 | 7 | |
| 148.9 | 2 | < 0.1% |
rooms
Real number (ℝ)
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6852121 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.91164067 |
|---|---|
| Coefficient of variation (CV) | 0.33950416 |
| Kurtosis | 0.68775643 |
| Mean | 2.6852121 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6342431 |
| Sum | 184995 |
| Variance | 0.8310887 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 27698 | |
| 3 | 26007 | |
| 4 | 8942 | 13.0% |
| 1 | 3979 | 5.8% |
| 5 | 1777 | 2.6% |
| 6 | 491 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 3979 | 5.8% |
| 2 | 27698 | |
| 3 | 26007 | |
| 4 | 8942 | 13.0% |
| 5 | 1777 | 2.6% |
| 6 | 491 | 0.7% |
| Value | Count | Frequency (%) |
| 6 | 491 | 0.7% |
| 5 | 1777 | 2.6% |
| 4 | 8942 | 13.0% |
| 3 | 26007 | |
| 2 | 27698 | |
| 1 | 3979 | 5.8% |
floor
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 12472 |
| Missing (%) | 18.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3054305 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.5064866 |
|---|---|
| Coefficient of variation (CV) | 0.75829353 |
| Kurtosis | 7.2215435 |
| Mean | 3.3054305 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.1052539 |
| Sum | 186499 |
| Variance | 6.2824749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1 | 13505 | |
| 3 | 11895 | |
| 2 | 11760 | |
| 4 | 8581 | |
| 5 | 3139 | 4.6% |
| 6 | 1757 | 2.6% |
| 7 | 1468 | 2.1% |
| 8 | 1239 | 1.8% |
| 9 | 1049 | 1.5% |
| 10 | 971 | 1.4% |
| Other values (14) | 1058 | 1.5% |
| (Missing) | 12472 |
| Value | Count | Frequency (%) |
| 1 | 13505 | |
| 2 | 11760 | |
| 3 | 11895 | |
| 4 | 8581 | |
| 5 | 3139 | 4.6% |
| 6 | 1757 | 2.6% |
| 7 | 1468 | 2.1% |
| 8 | 1239 | 1.8% |
| 9 | 1049 | 1.5% |
| 10 | 971 | 1.4% |
| Value | Count | Frequency (%) |
| 29 | 11 | < 0.1% |
| 24 | 6 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 4 | < 0.1% |
| 20 | 9 | < 0.1% |
| 19 | 5 | < 0.1% |
| 18 | 12 | < 0.1% |
| 17 | 80 | |
| 16 | 21 | < 0.1% |
| 15 | 67 |
floorCount
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 956 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2211722 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.2708622 |
|---|---|
| Coefficient of variation (CV) | 0.62646126 |
| Kurtosis | 4.8758178 |
| Mean | 5.2211722 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8685816 |
| Sum | 354716 |
| Variance | 10.698539 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 4 | 22088 | |
| 3 | 12628 | |
| 5 | 6702 | 9.7% |
| 10 | 6051 | 8.8% |
| 2 | 5693 | 8.3% |
| 6 | 3404 | 4.9% |
| 7 | 2313 | 3.4% |
| 8 | 1885 | 2.7% |
| 11 | 1785 | 2.6% |
| 1 | 1744 | 2.5% |
| Other values (19) | 3645 | 5.3% |
| (Missing) | 956 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 1744 | 2.5% |
| 2 | 5693 | 8.3% |
| 3 | 12628 | |
| 4 | 22088 | |
| 5 | 6702 | 9.7% |
| 6 | 3404 | 4.9% |
| 7 | 2313 | 3.4% |
| 8 | 1885 | 2.7% |
| 9 | 885 | 1.3% |
| 10 | 6051 | 8.8% |
| Value | Count | Frequency (%) |
| 29 | 16 | < 0.1% |
| 28 | 9 | < 0.1% |
| 27 | 12 | < 0.1% |
| 26 | 10 | < 0.1% |
| 25 | 21 | |
| 24 | 47 | |
| 23 | 40 | |
| 22 | 38 | |
| 21 | 7 | < 0.1% |
| 20 | 35 |
buildYear
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 158 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 11935 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.5865 |
| Minimum | 1850 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 1850 |
|---|---|
| 5-th percentile | 1911 |
| Q1 | 1965 |
| median | 1991 |
| Q3 | 2014 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 173 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 34.058699 |
|---|---|
| Coefficient of variation (CV) | 0.01716161 |
| Kurtosis | 0.024824268 |
| Mean | 1984.5865 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | -0.87199821 |
| Sum | 1.1304006 × 108 |
| Variance | 1159.995 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2022 | 3259 | 4.7% |
| 2023 | 2950 | 4.3% |
| 1980 | 2544 | 3.7% |
| 1970 | 2321 | 3.4% |
| 1960 | 1517 | 2.2% |
| 2021 | 1402 | 2.0% |
| 1930 | 1288 | 1.9% |
| 2017 | 1209 | 1.8% |
| 2020 | 1189 | 1.7% |
| 2016 | 1188 | 1.7% |
| Other values (148) | 38092 | |
| (Missing) | 11935 | 17.3% |
| Value | Count | Frequency (%) |
| 1850 | 1 | < 0.1% |
| 1851 | 4 | < 0.1% |
| 1852 | 4 | < 0.1% |
| 1854 | 3 | < 0.1% |
| 1855 | 2 | < 0.1% |
| 1860 | 9 | |
| 1864 | 1 | < 0.1% |
| 1865 | 8 | |
| 1867 | 4 | < 0.1% |
| 1870 | 14 |
| Value | Count | Frequency (%) |
| 2023 | 2950 | |
| 2022 | 3259 | |
| 2021 | 1402 | |
| 2020 | 1189 | 1.7% |
| 2019 | 1001 | 1.5% |
| 2018 | 1174 | 1.7% |
| 2017 | 1209 | 1.8% |
| 2016 | 1188 | 1.7% |
| 2015 | 807 | 1.2% |
| 2014 | 743 | 1.1% |
latitude
Real number (ℝ)
| Distinct | 24170 |
|---|---|
| Distinct (%) | 35.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.045462 |
| Minimum | 49.978999 |
|---|---|
| Maximum | 54.60646 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 49.978999 |
|---|---|
| 5-th percentile | 50.045351 |
| Q1 | 51.114026 |
| median | 52.195312 |
| Q3 | 52.440563 |
| 95-th percentile | 54.4109 |
| Maximum | 54.60646 |
| Range | 4.6274606 |
| Interquartile range (IQR) | 1.3265377 |
Descriptive statistics
| Standard deviation | 1.339131 |
|---|---|
| Coefficient of variation (CV) | 0.025730024 |
| Kurtosis | -0.65985297 |
| Mean | 52.045462 |
| Median Absolute Deviation (MAD) | 0.94199187 |
| Skewness | 0.23624583 |
| Sum | 3585620.1 |
| Variance | 1.7932718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 53.126 | 456 | 0.7% |
| 52.194157 | 213 | 0.3% |
| 52.2463 | 182 | 0.3% |
| 52.2333751 | 171 | 0.2% |
| 52.2296756 | 169 | 0.2% |
| 52.1378544 | 143 | 0.2% |
| 52.3289879 | 131 | 0.2% |
| 53.1081 | 129 | 0.2% |
| 53.1249837 | 129 | 0.2% |
| 53.1212 | 116 | 0.2% |
| Other values (24160) | 67055 |
| Value | Count | Frequency (%) |
| 49.9789994 | 1 | < 0.1% |
| 49.97911 | 2 | < 0.1% |
| 49.98135663 | 3 | |
| 49.98245549 | 4 | |
| 49.982778 | 5 | |
| 49.9837508 | 1 | < 0.1% |
| 49.9840353 | 1 | < 0.1% |
| 49.9841 | 2 | < 0.1% |
| 49.98428 | 1 | < 0.1% |
| 49.9846339 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.60646 | 3 | |
| 54.5846491 | 1 | < 0.1% |
| 54.58321 | 4 | |
| 54.58287 | 2 | |
| 54.5814973 | 1 | < 0.1% |
| 54.5809 | 1 | < 0.1% |
| 54.58087 | 1 | < 0.1% |
| 54.580868 | 2 | |
| 54.57976778 | 4 | |
| 54.5797535 | 1 | < 0.1% |
longitude
Real number (ℝ)
| Distinct | 24803 |
|---|---|
| Distinct (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.501237 |
| Minimum | 14.447127 |
|---|---|
| Maximum | 23.207128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 14.447127 |
|---|---|
| 5-th percentile | 16.9139 |
| Q1 | 18.52378 |
| median | 19.899315 |
| Q3 | 20.994734 |
| 95-th percentile | 22.03748 |
| Maximum | 23.207128 |
| Range | 8.7600013 |
| Interquartile range (IQR) | 2.4709544 |
Descriptive statistics
| Standard deviation | 1.7814886 |
|---|---|
| Coefficient of variation (CV) | 0.091352595 |
| Kurtosis | 0.11116218 |
| Mean | 19.501237 |
| Median Absolute Deviation (MAD) | 1.1625536 |
| Skewness | -0.54483539 |
| Sum | 1343518.2 |
| Variance | 3.1737016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.0079 | 455 | 0.7% |
| 21.0346955 | 213 | 0.3% |
| 21.0695 | 179 | 0.3% |
| 20.9571835 | 171 | 0.2% |
| 21.0122287 | 169 | 0.2% |
| 21.0291229 | 143 | 0.2% |
| 18.0497523 | 129 | 0.2% |
| 18.0339 | 129 | 0.2% |
| 21.0076793 | 127 | 0.2% |
| 17.9925 | 116 | 0.2% |
| Other values (24793) | 67063 |
| Value | Count | Frequency (%) |
| 14.4471272 | 7 | |
| 14.462282 | 2 | < 0.1% |
| 14.47483813 | 1 | < 0.1% |
| 14.47735 | 1 | < 0.1% |
| 14.4779792 | 3 | < 0.1% |
| 14.478 | 1 | < 0.1% |
| 14.4787373 | 2 | < 0.1% |
| 14.4807861 | 4 | |
| 14.481843 | 2 | < 0.1% |
| 14.4830325 | 9 |
| Value | Count | Frequency (%) |
| 23.2071285 | 4 | |
| 23.19946694 | 1 | < 0.1% |
| 23.19886858 | 1 | < 0.1% |
| 23.1983355 | 1 | < 0.1% |
| 23.1957006 | 4 | |
| 23.1953627 | 2 | |
| 23.1941 | 2 | |
| 23.193926 | 2 | |
| 23.1937936 | 1 | < 0.1% |
| 23.1927185 | 1 | < 0.1% |
centreDistance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1407 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3426075 |
| Minimum | 0.02 |
|---|---|
| Maximum | 16.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.65 |
| Q1 | 1.99 |
| median | 3.94 |
| Q3 | 6.12 |
| 95-th percentile | 9.8 |
| Maximum | 16.94 |
| Range | 16.92 |
| Interquartile range (IQR) | 4.13 |
Descriptive statistics
| Standard deviation | 2.8738567 |
|---|---|
| Coefficient of variation (CV) | 0.66178137 |
| Kurtosis | 0.50167468 |
| Mean | 4.3426075 |
| Median Absolute Deviation (MAD) | 2.05 |
| Skewness | 0.8363402 |
| Sum | 299179.6 |
| Variance | 8.2590524 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.65 | 500 | 0.7% |
| 4.68 | 289 | 0.4% |
| 4.77 | 260 | 0.4% |
| 3.16 | 253 | 0.4% |
| 0.56 | 246 | 0.4% |
| 3.29 | 242 | 0.4% |
| 1.32 | 223 | 0.3% |
| 0.63 | 220 | 0.3% |
| 2.7 | 214 | 0.3% |
| 4.04 | 202 | 0.3% |
| Other values (1397) | 66245 |
| Value | Count | Frequency (%) |
| 0.02 | 4 | < 0.1% |
| 0.03 | 6 | < 0.1% |
| 0.04 | 21 | |
| 0.05 | 8 | < 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.07 | 15 | |
| 0.08 | 10 | |
| 0.09 | 10 | |
| 0.1 | 15 | |
| 0.11 | 11 |
| Value | Count | Frequency (%) |
| 16.94 | 1 | < 0.1% |
| 16.92 | 2 | < 0.1% |
| 16.91 | 4 | |
| 16.82 | 6 | |
| 16.75 | 1 | < 0.1% |
| 16.62 | 2 | < 0.1% |
| 16.51 | 2 | < 0.1% |
| 16.47 | 4 | |
| 16.37 | 4 | |
| 16.36 | 5 |
poiCount
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 171 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.33746 |
| Minimum | 0 |
|---|---|
| Maximum | 208 |
| Zeros | 3709 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 13 |
| Q3 | 24 |
| 95-th percentile | 67 |
| Maximum | 208 |
| Range | 208 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 23.816947 |
|---|---|
| Coefficient of variation (CV) | 1.1710876 |
| Kurtosis | 10.374106 |
| Mean | 20.33746 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.8355661 |
| Sum | 1401129 |
| Variance | 567.24697 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3709 | 5.4% |
| 9 | 2753 | 4.0% |
| 12 | 2725 | 4.0% |
| 7 | 2631 | 3.8% |
| 6 | 2558 | 3.7% |
| 11 | 2530 | 3.7% |
| 8 | 2529 | 3.7% |
| 10 | 2417 | 3.5% |
| 4 | 2339 | 3.4% |
| 3 | 2217 | 3.2% |
| Other values (161) | 42486 |
| Value | Count | Frequency (%) |
| 0 | 3709 | |
| 1 | 2167 | |
| 2 | 1927 | |
| 3 | 2217 | |
| 4 | 2339 | |
| 5 | 2215 | |
| 6 | 2558 | |
| 7 | 2631 | |
| 8 | 2529 | |
| 9 | 2753 |
| Value | Count | Frequency (%) |
| 208 | 5 | < 0.1% |
| 206 | 8 | < 0.1% |
| 202 | 9 | < 0.1% |
| 196 | 5 | < 0.1% |
| 195 | 1 | < 0.1% |
| 194 | 18 | |
| 192 | 3 | < 0.1% |
| 190 | 1 | < 0.1% |
| 186 | 4 | < 0.1% |
| 177 | 32 |
schoolDistance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2014 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 69 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41678062 |
| Minimum | 0.004 |
|---|---|
| Maximum | 4.818 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.004 |
|---|---|
| 5-th percentile | 0.081 |
| Q1 | 0.175 |
| median | 0.29 |
| Q3 | 0.468 |
| 95-th percentile | 1.136 |
| Maximum | 4.818 |
| Range | 4.814 |
| Interquartile range (IQR) | 0.293 |
Descriptive statistics
| Standard deviation | 0.47985114 |
|---|---|
| Coefficient of variation (CV) | 1.1513279 |
| Kurtosis | 25.467309 |
| Mean | 0.41678062 |
| Median Absolute Deviation (MAD) | 0.133 |
| Skewness | 4.3629937 |
| Sum | 28684.926 |
| Variance | 0.23025712 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.111 | 602 | 0.9% |
| 0.243 | 327 | 0.5% |
| 0.285 | 316 | 0.5% |
| 0.324 | 309 | 0.4% |
| 0.392 | 297 | 0.4% |
| 0.301 | 295 | 0.4% |
| 0.179 | 283 | 0.4% |
| 0.214 | 275 | 0.4% |
| 0.202 | 269 | 0.4% |
| 0.18 | 256 | 0.4% |
| Other values (2004) | 65596 |
| Value | Count | Frequency (%) |
| 0.004 | 4 | < 0.1% |
| 0.005 | 5 | < 0.1% |
| 0.006 | 8 | |
| 0.007 | 15 | |
| 0.008 | 3 | < 0.1% |
| 0.009 | 5 | < 0.1% |
| 0.01 | 4 | < 0.1% |
| 0.011 | 3 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| 0.013 | 7 |
| Value | Count | Frequency (%) |
| 4.818 | 3 | |
| 4.797 | 1 | < 0.1% |
| 4.762 | 1 | < 0.1% |
| 4.74 | 1 | < 0.1% |
| 4.692 | 4 | |
| 4.689 | 3 | |
| 4.672 | 5 | |
| 4.658 | 2 | < 0.1% |
| 4.517 | 4 | |
| 4.51 | 2 | < 0.1% |
clinicDistance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3770 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 319 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98396611 |
| Minimum | 0.001 |
|---|---|
| Maximum | 4.998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.131 |
| Q1 | 0.359 |
| median | 0.681 |
| Q3 | 1.255 |
| 95-th percentile | 3.0346 |
| Maximum | 4.998 |
| Range | 4.997 |
| Interquartile range (IQR) | 0.896 |
Descriptive statistics
| Standard deviation | 0.90590662 |
|---|---|
| Coefficient of variation (CV) | 0.92066852 |
| Kurtosis | 2.4827166 |
| Mean | 0.98396611 |
| Median Absolute Deviation (MAD) | 0.383 |
| Skewness | 1.6665942 |
| Sum | 67475.476 |
| Variance | 0.8206668 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.205 | 501 | 0.7% |
| 0.735 | 246 | 0.4% |
| 0.131 | 236 | 0.3% |
| 0.255 | 224 | 0.3% |
| 0.417 | 215 | 0.3% |
| 0.478 | 210 | 0.3% |
| 0.326 | 205 | 0.3% |
| 0.703 | 179 | 0.3% |
| 0.313 | 177 | 0.3% |
| 0.902 | 166 | 0.2% |
| Other values (3760) | 66216 | |
| (Missing) | 319 | 0.5% |
| Value | Count | Frequency (%) |
| 0.001 | 3 | < 0.1% |
| 0.002 | 3 | < 0.1% |
| 0.004 | 1 | < 0.1% |
| 0.005 | 4 | < 0.1% |
| 0.006 | 2 | < 0.1% |
| 0.007 | 3 | < 0.1% |
| 0.008 | 4 | < 0.1% |
| 0.009 | 6 | |
| 0.011 | 6 | |
| 0.013 | 12 |
| Value | Count | Frequency (%) |
| 4.998 | 1 | < 0.1% |
| 4.996 | 1 | < 0.1% |
| 4.989 | 4 | |
| 4.982 | 1 | < 0.1% |
| 4.94 | 2 | < 0.1% |
| 4.933 | 6 | |
| 4.913 | 1 | < 0.1% |
| 4.872 | 4 | |
| 4.866 | 1 | < 0.1% |
| 4.789 | 2 | < 0.1% |
postOfficeDistance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2223 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 95 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52319577 |
| Minimum | 0.001 |
|---|---|
| Maximum | 4.968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.094 |
| Q1 | 0.239 |
| median | 0.392 |
| Q3 | 0.628 |
| 95-th percentile | 1.339 |
| Maximum | 4.968 |
| Range | 4.967 |
| Interquartile range (IQR) | 0.389 |
Descriptive statistics
| Standard deviation | 0.51398835 |
|---|---|
| Coefficient of variation (CV) | 0.98240157 |
| Kurtosis | 20.026905 |
| Mean | 0.52319577 |
| Median Absolute Deviation (MAD) | 0.179 |
| Skewness | 3.7437325 |
| Sum | 35995.346 |
| Variance | 0.26418402 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.351 | 611 | 0.9% |
| 0.531 | 243 | 0.4% |
| 0.26 | 242 | 0.4% |
| 0.783 | 230 | 0.3% |
| 0.299 | 228 | 0.3% |
| 0.182 | 214 | 0.3% |
| 0.207 | 213 | 0.3% |
| 0.353 | 208 | 0.3% |
| 0.629 | 204 | 0.3% |
| 0.449 | 196 | 0.3% |
| Other values (2213) | 66210 |
| Value | Count | Frequency (%) |
| 0.001 | 1 | < 0.1% |
| 0.002 | 1 | < 0.1% |
| 0.003 | 9 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| 0.005 | 2 | < 0.1% |
| 0.006 | 9 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.008 | 8 | < 0.1% |
| 0.009 | 15 | < 0.1% |
| 0.01 | 100 |
| Value | Count | Frequency (%) |
| 4.968 | 1 | < 0.1% |
| 4.967 | 1 | < 0.1% |
| 4.905 | 5 | |
| 4.889 | 2 | < 0.1% |
| 4.801 | 4 | |
| 4.798 | 3 | |
| 4.759 | 3 | |
| 4.746 | 1 | < 0.1% |
| 4.745 | 1 | < 0.1% |
| 4.739 | 3 |
kindergartenDistance
Real number (ℝ)
| Distinct | 1814 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 68 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37627051 |
| Minimum | 0.002 |
|---|---|
| Maximum | 4.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.002 |
|---|---|
| 5-th percentile | 0.06625 |
| Q1 | 0.158 |
| median | 0.266 |
| Q3 | 0.421 |
| 95-th percentile | 0.932 |
| Maximum | 4.96 |
| Range | 4.958 |
| Interquartile range (IQR) | 0.263 |
Descriptive statistics
| Standard deviation | 0.46329268 |
|---|---|
| Coefficient of variation (CV) | 1.2312755 |
| Kurtosis | 30.51375 |
| Mean | 0.37627051 |
| Median Absolute Deviation (MAD) | 0.124 |
| Skewness | 4.8907027 |
| Sum | 25897.194 |
| Variance | 0.2146401 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.405 | 509 | 0.7% |
| 0.119 | 354 | 0.5% |
| 0.373 | 285 | 0.4% |
| 0.216 | 281 | 0.4% |
| 0.117 | 280 | 0.4% |
| 0.274 | 276 | 0.4% |
| 0.236 | 275 | 0.4% |
| 0.172 | 264 | 0.4% |
| 0.366 | 263 | 0.4% |
| 0.177 | 261 | 0.4% |
| Other values (1804) | 65778 |
| Value | Count | Frequency (%) |
| 0.002 | 7 | < 0.1% |
| 0.003 | 3 | < 0.1% |
| 0.004 | 14 | |
| 0.005 | 24 | |
| 0.006 | 17 | |
| 0.007 | 3 | < 0.1% |
| 0.008 | 4 | < 0.1% |
| 0.009 | 19 | |
| 0.01 | 6 | < 0.1% |
| 0.011 | 11 |
| Value | Count | Frequency (%) |
| 4.96 | 9 | |
| 4.698 | 1 | < 0.1% |
| 4.695 | 1 | < 0.1% |
| 4.68 | 3 | < 0.1% |
| 4.676 | 1 | < 0.1% |
| 4.662 | 4 | |
| 4.659 | 3 | < 0.1% |
| 4.608 | 5 | |
| 4.594 | 2 | < 0.1% |
| 4.465 | 2 | < 0.1% |
restaurantDistance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1914 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 193 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35726601 |
| Minimum | 0.001 |
|---|---|
| Maximum | 4.985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.037 |
| Q1 | 0.117 |
| median | 0.234 |
| Q3 | 0.416 |
| 95-th percentile | 1.01 |
| Maximum | 4.985 |
| Range | 4.984 |
| Interquartile range (IQR) | 0.299 |
Descriptive statistics
| Standard deviation | 0.48410919 |
|---|---|
| Coefficient of variation (CV) | 1.3550385 |
| Kurtosis | 31.124467 |
| Mean | 0.35726601 |
| Median Absolute Deviation (MAD) | 0.138 |
| Skewness | 4.8398298 |
| Sum | 24544.532 |
| Variance | 0.2343617 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.058 | 596 | 0.9% |
| 0.059 | 362 | 0.5% |
| 0.162 | 351 | 0.5% |
| 0.08 | 315 | 0.5% |
| 0.235 | 289 | 0.4% |
| 0.463 | 278 | 0.4% |
| 0.123 | 271 | 0.4% |
| 0.088 | 249 | 0.4% |
| 0.139 | 249 | 0.4% |
| 0.055 | 243 | 0.4% |
| Other values (1904) | 65498 |
| Value | Count | Frequency (%) |
| 0.001 | 14 | < 0.1% |
| 0.002 | 11 | < 0.1% |
| 0.003 | 12 | < 0.1% |
| 0.004 | 63 | |
| 0.005 | 39 | 0.1% |
| 0.006 | 29 | < 0.1% |
| 0.007 | 39 | 0.1% |
| 0.008 | 73 | |
| 0.009 | 117 | |
| 0.01 | 72 |
| Value | Count | Frequency (%) |
| 4.985 | 5 | |
| 4.971 | 2 | < 0.1% |
| 4.928 | 4 | |
| 4.925 | 3 | < 0.1% |
| 4.806 | 9 | |
| 4.718 | 4 | |
| 4.717 | 2 | < 0.1% |
| 4.715 | 3 | < 0.1% |
| 4.702 | 4 | |
| 4.696 | 9 |
collegeDistance
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 4448 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 2021 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4498954 |
| Minimum | 0.006 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.006 |
|---|---|
| 5-th percentile | 0.206 |
| Q1 | 0.584 |
| median | 1.121 |
| Q3 | 2.07 |
| 95-th percentile | 3.751 |
| Maximum | 5 |
| Range | 4.994 |
| Interquartile range (IQR) | 1.486 |
Descriptive statistics
| Standard deviation | 1.106158 |
|---|---|
| Coefficient of variation (CV) | 0.7629226 |
| Kurtosis | 0.35470298 |
| Mean | 1.4498954 |
| Median Absolute Deviation (MAD) | 0.659 |
| Skewness | 1.0187594 |
| Sum | 96958.857 |
| Variance | 1.2235855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.622 | 480 | 0.7% |
| 2.017 | 221 | 0.3% |
| 0.229 | 211 | 0.3% |
| 0.523 | 208 | 0.3% |
| 1.121 | 192 | 0.3% |
| 1.139 | 175 | 0.3% |
| 0.35 | 165 | 0.2% |
| 0.904 | 156 | 0.2% |
| 0.501 | 145 | 0.2% |
| 0.861 | 138 | 0.2% |
| Other values (4438) | 64782 | |
| (Missing) | 2021 | 2.9% |
| Value | Count | Frequency (%) |
| 0.006 | 1 | < 0.1% |
| 0.007 | 5 | |
| 0.011 | 1 | < 0.1% |
| 0.013 | 4 | |
| 0.014 | 1 | < 0.1% |
| 0.015 | 1 | < 0.1% |
| 0.017 | 1 | < 0.1% |
| 0.018 | 3 | |
| 0.019 | 6 | |
| 0.021 | 4 |
| Value | Count | Frequency (%) |
| 5 | 3 | |
| 4.998 | 2 | |
| 4.997 | 2 | |
| 4.996 | 2 | |
| 4.993 | 1 | < 0.1% |
| 4.991 | 3 | |
| 4.988 | 2 | |
| 4.986 | 2 | |
| 4.984 | 1 | < 0.1% |
| 4.981 | 3 |
pharmacyDistance
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1904 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 107 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36644689 |
| Minimum | 0.001 |
|---|---|
| Maximum | 4.992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.056 |
| Q1 | 0.145 |
| median | 0.241 |
| Q3 | 0.407 |
| 95-th percentile | 1.0117 |
| Maximum | 4.992 |
| Range | 4.991 |
| Interquartile range (IQR) | 0.262 |
Descriptive statistics
| Standard deviation | 0.47842463 |
|---|---|
| Coefficient of variation (CV) | 1.305577 |
| Kurtosis | 30.299117 |
| Mean | 0.36644689 |
| Median Absolute Deviation (MAD) | 0.117 |
| Skewness | 4.8364327 |
| Sum | 25206.782 |
| Variance | 0.22889012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.205 | 566 | 0.8% |
| 0.142 | 430 | 0.6% |
| 0.108 | 423 | 0.6% |
| 0.155 | 373 | 0.5% |
| 0.146 | 351 | 0.5% |
| 0.259 | 319 | 0.5% |
| 0.166 | 308 | 0.4% |
| 0.157 | 304 | 0.4% |
| 0.189 | 302 | 0.4% |
| 0.164 | 258 | 0.4% |
| Other values (1894) | 65153 |
| Value | Count | Frequency (%) |
| 0.001 | 4 | < 0.1% |
| 0.003 | 10 | < 0.1% |
| 0.004 | 22 | |
| 0.005 | 14 | |
| 0.006 | 20 | |
| 0.007 | 29 | |
| 0.008 | 20 | |
| 0.009 | 26 | |
| 0.01 | 17 | |
| 0.011 | 20 |
| Value | Count | Frequency (%) |
| 4.992 | 1 | < 0.1% |
| 4.955 | 1 | < 0.1% |
| 4.929 | 1 | < 0.1% |
| 4.861 | 5 | |
| 4.847 | 2 | < 0.1% |
| 4.802 | 4 | |
| 4.799 | 3 | < 0.1% |
| 4.655 | 4 | |
| 4.636 | 3 | < 0.1% |
| 4.618 | 9 |
ownership
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.4 KiB |
| condominium | |
|---|---|
| cooperative | |
| udział | 3 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.999782 |
| Min length | 6 |
Characters and Unicode
| Total characters | 757819 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | condominium |
|---|---|
| 2nd row | cooperative |
| 3rd row | condominium |
| 4th row | condominium |
| 5th row | condominium |
Common Values
| Value | Count | Frequency (%) |
| condominium | 61814 | |
| cooperative | 7077 | 10.3% |
| udział | 3 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| condominium | 61814 | |
| cooperative | 7077 | 10.3% |
| udział | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 137782 | |
| i | 130708 | |
| n | 123628 | |
| m | 123628 | |
| c | 68891 | |
| d | 61817 | |
| u | 61817 | |
| e | 14154 | 1.9% |
| a | 7080 | 0.9% |
| p | 7077 | 0.9% |
| Other values (5) | 21237 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 757819 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 137782 | |
| i | 130708 | |
| n | 123628 | |
| m | 123628 | |
| c | 68891 | |
| d | 61817 | |
| u | 61817 | |
| e | 14154 | 1.9% |
| a | 7080 | 0.9% |
| p | 7077 | 0.9% |
| Other values (5) | 21237 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 757819 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 137782 | |
| i | 130708 | |
| n | 123628 | |
| m | 123628 | |
| c | 68891 | |
| d | 61817 | |
| u | 61817 | |
| e | 14154 | 1.9% |
| a | 7080 | 0.9% |
| p | 7077 | 0.9% |
| Other values (5) | 21237 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 757816 | |
| None | 3 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 137782 | |
| i | 130708 | |
| n | 123628 | |
| m | 123628 | |
| c | 68891 | |
| d | 61817 | |
| u | 61817 | |
| e | 14154 | 1.9% |
| a | 7080 | 0.9% |
| p | 7077 | 0.9% |
| Other values (4) | 21234 | 2.8% |
None
| Value | Count | Frequency (%) |
| ł | 3 |
buildingMaterial
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 26791 |
| Missing (%) | 38.9% |
| Memory size | 538.4 KiB |
| brick | |
|---|---|
| concreteSlab |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 6.5934256 |
| Min length | 5 |
Characters and Unicode
| Total characters | 277603 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | concreteSlab |
|---|---|
| 2nd row | concreteSlab |
| 3rd row | brick |
| 4th row | brick |
| 5th row | concreteSlab |
Common Values
| Value | Count | Frequency (%) |
| brick | 32519 | |
| concreteSlab | 9584 | 13.9% |
| (Missing) | 26791 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| brick | 32519 | |
| concreteslab | 9584 | 22.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 51687 | |
| b | 42103 | |
| r | 42103 | |
| i | 32519 | |
| k | 32519 | |
| e | 19168 | 6.9% |
| o | 9584 | 3.5% |
| n | 9584 | 3.5% |
| t | 9584 | 3.5% |
| S | 9584 | 3.5% |
| Other values (2) | 19168 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 268019 | |
| Uppercase Letter | 9584 | 3.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 51687 | |
| b | 42103 | |
| r | 42103 | |
| i | 32519 | |
| k | 32519 | |
| e | 19168 | 7.2% |
| o | 9584 | 3.6% |
| n | 9584 | 3.6% |
| t | 9584 | 3.6% |
| l | 9584 | 3.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 9584 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 277603 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 51687 | |
| b | 42103 | |
| r | 42103 | |
| i | 32519 | |
| k | 32519 | |
| e | 19168 | 6.9% |
| o | 9584 | 3.5% |
| n | 9584 | 3.5% |
| t | 9584 | 3.5% |
| S | 9584 | 3.5% |
| Other values (2) | 19168 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 277603 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 51687 | |
| b | 42103 | |
| r | 42103 | |
| i | 32519 | |
| k | 32519 | |
| e | 19168 | 6.9% |
| o | 9584 | 3.5% |
| n | 9584 | 3.5% |
| t | 9584 | 3.5% |
| S | 9584 | 3.5% |
| Other values (2) | 19168 | 6.9% |
condition
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 51924 |
| Missing (%) | 75.4% |
| Memory size | 538.4 KiB |
| premium | |
|---|---|
| low |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 5.2041249 |
| Min length | 3 |
Characters and Unicode
| Total characters | 88314 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | low |
|---|---|
| 2nd row | premium |
| 3rd row | low |
| 4th row | low |
| 5th row | premium |
Common Values
| Value | Count | Frequency (%) |
| premium | 9351 | 13.6% |
| low | 7619 | 11.1% |
| (Missing) | 51924 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| premium | 9351 | |
| low | 7619 |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 18702 | |
| p | 9351 | |
| r | 9351 | |
| e | 9351 | |
| i | 9351 | |
| u | 9351 | |
| l | 7619 | |
| o | 7619 | |
| w | 7619 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 88314 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 18702 | |
| p | 9351 | |
| r | 9351 | |
| e | 9351 | |
| i | 9351 | |
| u | 9351 | |
| l | 7619 | |
| o | 7619 | |
| w | 7619 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 88314 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 18702 | |
| p | 9351 | |
| r | 9351 | |
| e | 9351 | |
| i | 9351 | |
| u | 9351 | |
| l | 7619 | |
| o | 7619 | |
| w | 7619 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88314 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 18702 | |
| p | 9351 | |
| r | 9351 | |
| e | 9351 | |
| i | 9351 | |
| u | 9351 | |
| l | 7619 | |
| o | 7619 | |
| w | 7619 |
hasParkingSpace
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.4 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 50691 | |
| True | 18203 | 26.4% |
hasBalcony
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.4 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 39118 | |
| False | 29776 |
hasElevator
Boolean
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3545 |
| Missing (%) | 5.1% |
| Memory size | 134.7 KiB |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 34587 | |
| True | 30762 | |
| (Missing) | 3545 | 5.1% |
hasSecurity
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.4 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 61709 | |
| True | 7185 | 10.4% |
hasStorageRoom
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.4 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 37641 | |
| True | 31253 |
price
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4409 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 715184.82 |
| Minimum | 150000 |
|---|---|
| Maximum | 2500000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 538.4 KiB |
Quantile statistics
| Minimum | 150000 |
|---|---|
| 5-th percentile | 289000 |
| Q1 | 470000 |
| median | 649000 |
| Q3 | 860000 |
| 95-th percentile | 1400000 |
| Maximum | 2500000 |
| Range | 2350000 |
| Interquartile range (IQR) | 390000 |
Descriptive statistics
| Standard deviation | 351569.33 |
|---|---|
| Coefficient of variation (CV) | 0.49157829 |
| Kurtosis | 2.969827 |
| Mean | 715184.82 |
| Median Absolute Deviation (MAD) | 193050 |
| Skewness | 1.4425824 |
| Sum | 4.9271943 × 1010 |
| Variance | 1.2360099 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 599000 | 1014 | 1.5% |
| 699000 | 953 | 1.4% |
| 799000 | 780 | 1.1% |
| 499000 | 724 | 1.1% |
| 650000 | 709 | 1.0% |
| 750000 | 602 | 0.9% |
| 399000 | 548 | 0.8% |
| 899000 | 544 | 0.8% |
| 550000 | 543 | 0.8% |
| 649000 | 508 | 0.7% |
| Other values (4399) | 61969 |
| Value | Count | Frequency (%) |
| 150000 | 2 | |
| 151200 | 1 | < 0.1% |
| 152620 | 1 | < 0.1% |
| 154040 | 1 | < 0.1% |
| 154900 | 4 | |
| 155000 | 2 | |
| 155424 | 1 | < 0.1% |
| 159900 | 4 | |
| 160000 | 2 | |
| 161040 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2500000 | 37 | |
| 2499999 | 4 | < 0.1% |
| 2499000 | 10 | < 0.1% |
| 2490000 | 10 | < 0.1% |
| 2485350 | 4 | < 0.1% |
| 2484000 | 4 | < 0.1% |
| 2480000 | 7 | < 0.1% |
| 2463435 | 1 | < 0.1% |
| 2456000 | 1 | < 0.1% |
| 2450000 | 12 | < 0.1% |
| buildYear | buildingMaterial | centreDistance | city | clinicDistance | collegeDistance | condition | floor | floorCount | hasBalcony | hasElevator | hasParkingSpace | hasSecurity | hasStorageRoom | kindergartenDistance | latitude | longitude | ownership | pharmacyDistance | poiCount | postOfficeDistance | price | restaurantDistance | rooms | schoolDistance | squareMeters | type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| buildYear | 1.000 | 0.767 | 0.368 | 0.129 | 0.253 | 0.392 | 0.511 | -0.004 | 0.123 | 0.326 | 0.478 | 0.270 | 0.253 | 0.488 | 0.155 | -0.045 | 0.046 | 0.256 | 0.315 | -0.436 | 0.318 | 0.241 | 0.231 | 0.055 | 0.400 | 0.064 | 0.716 |
| buildingMaterial | 0.767 | 1.000 | 0.125 | 0.220 | 0.072 | 0.095 | 0.254 | 0.271 | 0.382 | 0.125 | 0.109 | 0.136 | 0.161 | 0.262 | -0.130 | -0.008 | 0.036 | 0.367 | -0.059 | -0.053 | -0.043 | -0.329 | 0.096 | -0.032 | -0.070 | -0.176 | 0.587 |
| centreDistance | 0.368 | 0.125 | 1.000 | 0.189 | 0.433 | 0.597 | 0.131 | -0.026 | -0.029 | 0.176 | 0.133 | 0.131 | 0.149 | 0.143 | 0.080 | 0.082 | 0.191 | 0.040 | 0.299 | -0.519 | 0.286 | 0.157 | 0.329 | 0.081 | 0.395 | 0.078 | 0.299 |
| city | 0.129 | 0.220 | 0.189 | 1.000 | -0.053 | -0.028 | 0.227 | 0.064 | 0.145 | 0.123 | 0.261 | 0.189 | 0.174 | 0.188 | -0.194 | -0.250 | 0.210 | 0.133 | -0.064 | 0.117 | 0.029 | 0.280 | -0.055 | 0.016 | -0.038 | 0.054 | 0.184 |
| clinicDistance | 0.253 | 0.072 | 0.433 | -0.053 | 1.000 | 0.413 | 0.123 | -0.109 | -0.175 | 0.128 | 0.042 | 0.054 | 0.065 | 0.082 | 0.207 | 0.043 | -0.100 | 0.041 | 0.371 | -0.581 | 0.323 | -0.112 | 0.420 | 0.045 | 0.383 | 0.024 | 0.174 |
| collegeDistance | 0.392 | 0.095 | 0.597 | -0.028 | 0.413 | 1.000 | 0.123 | -0.040 | -0.045 | 0.158 | 0.117 | 0.098 | 0.104 | 0.125 | 0.202 | 0.082 | -0.017 | 0.030 | 0.339 | -0.614 | 0.290 | 0.035 | 0.364 | 0.063 | 0.430 | 0.055 | 0.259 |
| condition | 0.511 | 0.254 | 0.131 | 0.227 | 0.123 | 0.123 | 1.000 | -0.036 | -0.028 | 0.000 | 0.230 | 0.267 | 0.028 | 0.243 | 0.063 | 0.001 | -0.049 | 0.215 | 0.146 | -0.140 | 0.136 | 0.350 | 0.062 | 0.019 | 0.170 | 0.070 | 0.353 |
| floor | -0.004 | 0.271 | -0.026 | 0.064 | -0.109 | -0.040 | -0.036 | 1.000 | 0.543 | 0.051 | 0.346 | 0.033 | 0.034 | 0.055 | -0.103 | -0.000 | 0.061 | 0.088 | -0.119 | 0.110 | -0.081 | -0.027 | -0.082 | -0.041 | -0.095 | -0.085 | 0.146 |
| floorCount | 0.123 | 0.382 | -0.029 | 0.145 | -0.175 | -0.045 | -0.028 | 0.543 | 1.000 | 0.127 | 0.534 | 0.093 | 0.098 | 0.169 | -0.163 | -0.039 | 0.116 | 0.160 | -0.155 | 0.168 | -0.102 | 0.044 | -0.140 | -0.087 | -0.106 | -0.148 | 0.264 |
| hasBalcony | 0.326 | 0.125 | 0.176 | 0.123 | 0.128 | 0.158 | 0.000 | 0.051 | 0.127 | 1.000 | 0.109 | 0.076 | 0.062 | 0.099 | 0.003 | -0.051 | 0.062 | 0.061 | 0.073 | -0.154 | 0.083 | 0.097 | 0.096 | 0.118 | 0.115 | 0.115 | 0.345 |
| hasElevator | 0.478 | 0.109 | 0.133 | 0.261 | 0.042 | 0.117 | 0.230 | 0.346 | 0.534 | 0.109 | 1.000 | 0.119 | 0.134 | 0.270 | -0.016 | -0.018 | 0.127 | 0.015 | 0.037 | -0.034 | 0.067 | 0.222 | -0.028 | -0.049 | 0.107 | -0.061 | 0.456 |
| hasParkingSpace | 0.270 | 0.136 | 0.131 | 0.189 | 0.054 | 0.098 | 0.267 | 0.033 | 0.093 | 0.076 | 0.119 | 1.000 | 0.088 | 0.029 | 0.030 | -0.113 | 0.035 | 0.005 | 0.078 | -0.090 | 0.083 | 0.167 | 0.041 | 0.074 | 0.098 | 0.124 | 0.224 |
| hasSecurity | 0.253 | 0.161 | 0.149 | 0.174 | 0.065 | 0.104 | 0.028 | 0.034 | 0.098 | 0.062 | 0.134 | 0.088 | 1.000 | 0.116 | 0.048 | 0.049 | 0.069 | 0.074 | 0.080 | -0.081 | 0.086 | 0.163 | 0.032 | 0.030 | 0.108 | 0.069 | 0.192 |
| hasStorageRoom | 0.488 | 0.262 | 0.143 | 0.188 | 0.082 | 0.125 | 0.243 | 0.055 | 0.169 | 0.099 | 0.270 | 0.029 | 0.116 | 1.000 | -0.107 | 0.005 | -0.029 | 0.165 | -0.120 | 0.122 | -0.123 | -0.182 | -0.022 | 0.018 | -0.174 | -0.017 | 0.324 |
| kindergartenDistance | 0.155 | -0.130 | 0.080 | -0.194 | 0.207 | 0.202 | 0.063 | -0.103 | -0.163 | 0.003 | -0.016 | 0.030 | 0.048 | -0.107 | 1.000 | 0.104 | -0.157 | 0.050 | 0.342 | -0.415 | 0.281 | 0.006 | 0.245 | 0.048 | 0.375 | 0.069 | 0.076 |
| latitude | -0.045 | -0.008 | 0.082 | -0.250 | 0.043 | 0.082 | 0.001 | -0.000 | -0.039 | -0.051 | -0.018 | -0.113 | 0.049 | 0.005 | 0.104 | 1.000 | -0.212 | 0.106 | 0.039 | -0.060 | 0.013 | -0.004 | 0.029 | 0.025 | 0.062 | 0.026 | 0.142 |
| longitude | 0.046 | 0.036 | 0.191 | 0.210 | -0.100 | -0.017 | -0.049 | 0.061 | 0.116 | 0.062 | 0.127 | 0.035 | 0.069 | -0.029 | -0.157 | -0.212 | 1.000 | 0.111 | -0.046 | 0.113 | -0.015 | 0.209 | -0.122 | 0.010 | -0.053 | -0.004 | 0.147 |
| ownership | 0.256 | 0.367 | 0.040 | 0.133 | 0.041 | 0.030 | 0.215 | 0.088 | 0.160 | 0.061 | 0.015 | 0.005 | 0.074 | 0.165 | 0.050 | 0.106 | 0.111 | 1.000 | -0.069 | 0.036 | -0.057 | -0.134 | 0.006 | 0.015 | -0.080 | -0.033 | 0.171 |
| pharmacyDistance | 0.315 | -0.059 | 0.299 | -0.064 | 0.371 | 0.339 | 0.146 | -0.119 | -0.155 | 0.073 | 0.037 | 0.078 | 0.080 | -0.120 | 0.342 | 0.039 | -0.046 | -0.069 | 1.000 | -0.612 | 0.467 | 0.014 | 0.477 | 0.044 | 0.403 | 0.041 | 0.117 |
| poiCount | -0.436 | -0.053 | -0.519 | 0.117 | -0.581 | -0.614 | -0.140 | 0.110 | 0.168 | -0.154 | -0.034 | -0.090 | -0.081 | 0.122 | -0.415 | -0.060 | 0.113 | 0.036 | -0.612 | 1.000 | -0.562 | 0.093 | -0.690 | -0.065 | -0.603 | -0.049 | 0.304 |
| postOfficeDistance | 0.318 | -0.043 | 0.286 | 0.029 | 0.323 | 0.290 | 0.136 | -0.081 | -0.102 | 0.083 | 0.067 | 0.083 | 0.086 | -0.123 | 0.281 | 0.013 | -0.015 | -0.057 | 0.467 | -0.562 | 1.000 | 0.009 | 0.430 | 0.031 | 0.391 | 0.033 | 0.158 |
| price | 0.241 | -0.329 | 0.157 | 0.280 | -0.112 | 0.035 | 0.350 | -0.027 | 0.044 | 0.097 | 0.222 | 0.167 | 0.163 | -0.182 | 0.006 | -0.004 | 0.209 | -0.134 | 0.014 | 0.093 | 0.009 | 1.000 | -0.156 | 0.487 | 0.076 | 0.608 | 0.246 |
| restaurantDistance | 0.231 | 0.096 | 0.329 | -0.055 | 0.420 | 0.364 | 0.062 | -0.082 | -0.140 | 0.096 | -0.028 | 0.041 | 0.032 | -0.022 | 0.245 | 0.029 | -0.122 | 0.006 | 0.477 | -0.690 | 0.430 | -0.156 | 1.000 | 0.046 | 0.344 | 0.019 | 0.098 |
| rooms | 0.055 | -0.032 | 0.081 | 0.016 | 0.045 | 0.063 | 0.019 | -0.041 | -0.087 | 0.118 | -0.049 | 0.074 | 0.030 | 0.018 | 0.048 | 0.025 | 0.010 | 0.015 | 0.044 | -0.065 | 0.031 | 0.487 | 0.046 | 1.000 | 0.065 | 0.827 | 0.092 |
| schoolDistance | 0.400 | -0.070 | 0.395 | -0.038 | 0.383 | 0.430 | 0.170 | -0.095 | -0.106 | 0.115 | 0.107 | 0.098 | 0.108 | -0.174 | 0.375 | 0.062 | -0.053 | -0.080 | 0.403 | -0.603 | 0.391 | 0.076 | 0.344 | 0.065 | 1.000 | 0.081 | 0.165 |
| squareMeters | 0.064 | -0.176 | 0.078 | 0.054 | 0.024 | 0.055 | 0.070 | -0.085 | -0.148 | 0.115 | -0.061 | 0.124 | 0.069 | -0.017 | 0.069 | 0.026 | -0.004 | -0.033 | 0.041 | -0.049 | 0.033 | 0.608 | 0.019 | 0.827 | 0.081 | 1.000 | 0.147 |
| type | 0.716 | 0.587 | 0.299 | 0.184 | 0.174 | 0.259 | 0.353 | 0.146 | 0.264 | 0.345 | 0.456 | 0.224 | 0.192 | 0.324 | 0.076 | 0.142 | 0.147 | 0.171 | 0.117 | 0.304 | 0.158 | 0.246 | 0.098 | 0.092 | 0.165 | 0.147 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| id | city | type | squareMeters | rooms | floor | floorCount | buildYear | latitude | longitude | centreDistance | poiCount | schoolDistance | clinicDistance | postOfficeDistance | kindergartenDistance | restaurantDistance | collegeDistance | pharmacyDistance | ownership | buildingMaterial | condition | hasParkingSpace | hasBalcony | hasElevator | hasSecurity | hasStorageRoom | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | f8524536d4b09a0c8ccc0197ec9d7bde | szczecin | blockOfFlats | 63.00 | 3.0 | 4.0 | 10.0 | 1980.0 | 53.378933 | 14.625296 | 6.53 | 9.0 | 0.118 | 1.389 | 0.628 | 0.105 | 1.652 | NaN | 0.413 | condominium | concreteSlab | NaN | yes | yes | yes | no | yes | 415000 |
| 1 | accbe77d4b360fea9735f138a50608dd | szczecin | blockOfFlats | 36.00 | 2.0 | 8.0 | 10.0 | NaN | 53.442692 | 14.559690 | 2.15 | 16.0 | 0.273 | 0.492 | 0.652 | 0.291 | 0.348 | 1.404 | 0.205 | cooperative | concreteSlab | NaN | no | yes | yes | no | yes | 395995 |
| 2 | 8373aa373dbc3fe7ca3b7434166b8766 | szczecin | tenement | 73.02 | 3.0 | 2.0 | 3.0 | NaN | 53.452222 | 14.553333 | 3.24 | 9.0 | 0.275 | 0.672 | 0.367 | 0.246 | 0.300 | 1.857 | 0.280 | condominium | brick | NaN | no | no | no | no | no | 565000 |
| 3 | 0a68cd14c44ec5140143ece75d739535 | szczecin | tenement | 87.60 | 3.0 | 2.0 | 3.0 | NaN | 53.435100 | 14.532900 | 2.27 | 32.0 | 0.175 | 0.259 | 0.223 | 0.359 | 0.101 | 0.310 | 0.087 | condominium | brick | NaN | yes | yes | no | no | yes | 640000 |
| 4 | f66320e153c2441edc0fe293b54c8aeb | szczecin | blockOfFlats | 66.00 | 3.0 | 1.0 | 3.0 | NaN | 53.410278 | 14.503611 | 4.07 | 1.0 | 0.218 | 1.690 | 0.504 | 0.704 | 0.501 | 2.138 | 0.514 | condominium | NaN | NaN | no | no | no | no | no | 759000 |
| 5 | 2e190fcd6934978ca36d86ba41e842fc | szczecin | blockOfFlats | 63.30 | 3.0 | 2.0 | 4.0 | 1997.0 | 53.463100 | 14.572800 | 4.48 | 10.0 | 0.079 | 1.224 | 0.737 | 0.260 | 1.102 | 0.377 | 0.745 | cooperative | concreteSlab | NaN | yes | yes | no | no | yes | 499000 |
| 6 | ec27024bfcd012728617a35dad2cb6b8 | szczecin | blockOfFlats | 47.45 | 2.0 | 2.0 | 10.0 | 1974.0 | 53.450232 | 14.562625 | 2.99 | 18.0 | 0.327 | 0.378 | 0.234 | 0.262 | 0.244 | 1.736 | 0.277 | condominium | concreteSlab | low | no | no | yes | no | yes | 370000 |
| 7 | d3e0e36529df3360849ec40168c10755 | szczecin | apartmentBuilding | 60.08 | 2.0 | 3.0 | 4.0 | 2009.0 | 53.454685 | 14.551520 | 3.53 | 8.0 | 0.572 | 0.784 | 0.305 | 0.435 | 0.257 | 1.945 | 0.155 | condominium | brick | premium | no | yes | yes | no | no | 629000 |
| 8 | 7e1981e920d763d6237c5bdcf13cf5b7 | szczecin | blockOfFlats | 47.76 | 2.0 | 8.0 | 12.0 | 1980.0 | 53.458869 | 14.536403 | 4.27 | 6.0 | 0.345 | 0.520 | 0.336 | 0.500 | 0.265 | 1.879 | 0.420 | condominium | concreteSlab | NaN | no | yes | yes | no | yes | 399000 |
| 9 | 4a04a9c54d8281e3ec23df031e538d85 | szczecin | tenement | 72.09 | 4.0 | 2.0 | 3.0 | 1890.0 | 53.435092 | 14.559612 | 1.30 | 22.0 | 0.232 | 0.292 | 0.356 | 0.301 | 0.199 | 0.653 | 0.199 | condominium | brick | low | yes | no | no | no | yes | 325000 |
| id | city | type | squareMeters | rooms | floor | floorCount | buildYear | latitude | longitude | centreDistance | poiCount | schoolDistance | clinicDistance | postOfficeDistance | kindergartenDistance | restaurantDistance | collegeDistance | pharmacyDistance | ownership | buildingMaterial | condition | hasParkingSpace | hasBalcony | hasElevator | hasSecurity | hasStorageRoom | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 68884 | 204c93689b7cdc62a17ef3c0dbf7034a | bydgoszcz | tenement | 98.00 | 3.0 | NaN | 3.0 | 1925.0 | 53.124655 | 18.008459 | 0.59 | 49.0 | 0.113 | 0.226 | 0.225 | 0.412 | 0.124 | 0.478 | 0.273 | condominium | brick | NaN | no | no | no | no | yes | 550000 |
| 68885 | 152dbb59ed1105801ae7d23cda0a64f3 | bydgoszcz | NaN | 68.00 | 2.0 | NaN | NaN | NaN | 53.132620 | 17.993990 | 1.26 | 25.0 | 0.075 | 1.176 | 0.226 | 0.141 | 0.039 | 0.369 | 0.062 | condominium | NaN | NaN | no | no | NaN | no | no | 335000 |
| 68886 | 5dba11f1621b6d9d05bd3d7150aac64a | bydgoszcz | tenement | 147.00 | 6.0 | 1.0 | 3.0 | NaN | 53.126000 | 18.007900 | 0.65 | 54.0 | 0.111 | 0.205 | 0.351 | 0.405 | 0.058 | 0.622 | 0.205 | condominium | brick | low | no | no | no | no | yes | 520000 |
| 68887 | 73d419e114a685f2695836168a127cb5 | bydgoszcz | apartmentBuilding | 91.00 | 4.0 | 2.0 | 2.0 | 2015.0 | 53.129689 | 18.042684 | 2.92 | 13.0 | 0.164 | 0.988 | 0.364 | 0.304 | 0.325 | 0.282 | 0.340 | condominium | brick | NaN | yes | yes | yes | no | no | 1000000 |
| 68888 | bb19da639a2de8bba49be2ca49053c87 | bydgoszcz | tenement | 108.96 | 5.0 | 2.0 | 4.0 | 1889.0 | 53.131748 | 18.000648 | 1.08 | 28.0 | 0.281 | 0.792 | 0.233 | 0.176 | 0.107 | 0.226 | 0.143 | condominium | brick | NaN | no | no | no | no | yes | 795000 |
| 68889 | 6a4b30b5fcdee00bfe5bcc0da82df9b1 | bydgoszcz | blockOfFlats | 94.30 | 4.0 | NaN | 2.0 | 1998.0 | 53.115921 | 17.956396 | 3.04 | 9.0 | 0.378 | 2.273 | 0.605 | 0.117 | 0.088 | 0.759 | 0.428 | condominium | NaN | NaN | no | yes | no | no | yes | 795000 |
| 68890 | 1e7f4f1fdfea31eb84e071d697839632 | bydgoszcz | NaN | 50.12 | 2.0 | 1.0 | 1.0 | NaN | 53.129657 | 18.003888 | 0.88 | 42.0 | 0.174 | 0.496 | 0.388 | 0.460 | 0.079 | 0.332 | 0.250 | condominium | brick | NaN | yes | no | no | no | no | 360000 |
| 68891 | 60fcbfa2a2a48ebcc2e554efba7f2729 | bydgoszcz | tenement | 59.10 | 2.0 | 1.0 | 1.0 | 1910.0 | 53.126000 | 18.007900 | 0.65 | 54.0 | 0.111 | 0.205 | 0.351 | 0.405 | 0.058 | 0.622 | 0.205 | condominium | brick | NaN | yes | no | no | no | yes | 320000 |
| 68892 | cd0241b70b79aaaf767a0dd3a7cfbb31 | bydgoszcz | NaN | 81.07 | 5.0 | 1.0 | 4.0 | 2019.0 | 53.115921 | 17.956396 | 3.04 | 9.0 | 0.378 | 2.273 | 0.605 | 0.117 | 0.088 | 0.759 | 0.428 | condominium | NaN | NaN | no | yes | yes | no | no | 679000 |
| 68893 | 1cdf62d567c6be2fa488f16ad9939c3a | bydgoszcz | blockOfFlats | 133.16 | 4.0 | 3.0 | 3.0 | NaN | 53.112086 | 17.989945 | 1.32 | 9.0 | 0.180 | 0.581 | 0.464 | 0.177 | 0.320 | 1.183 | 0.319 | condominium | brick | premium | no | yes | no | no | yes | 925000 |
Most frequently occurring
| id | city | type | squareMeters | rooms | floor | floorCount | buildYear | latitude | longitude | centreDistance | poiCount | schoolDistance | clinicDistance | postOfficeDistance | kindergartenDistance | restaurantDistance | collegeDistance | pharmacyDistance | ownership | buildingMaterial | condition | hasParkingSpace | hasBalcony | hasElevator | hasSecurity | hasStorageRoom | price | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 00099201961c051e30735cb48ecc4f4a | lodz | blockOfFlats | 45.60 | 3.0 | 1.0 | 2.0 | 1940.0 | 51.778110 | 19.532860 | 5.39 | 6.0 | 0.320 | 2.341 | 0.186 | 0.081 | 1.995 | 1.195 | 0.248 | condominium | brick | NaN | no | yes | no | no | yes | 294000 | 4 |
| 3 | 000f9c10ab7bab5e21b0409df27145a5 | gdansk | blockOfFlats | 61.80 | 3.0 | 8.0 | 10.0 | 1976.0 | 54.395420 | 18.598030 | 6.29 | 15.0 | 0.118 | 1.117 | 0.132 | 0.242 | 0.437 | 1.932 | 0.245 | condominium | concreteSlab | NaN | no | yes | yes | no | yes | 799000 | 4 |
| 6 | 001d4c9e0eba3c22d54e87772a0e0001 | katowice | tenement | 84.90 | 3.0 | 2.0 | 3.0 | NaN | 50.259600 | 19.024700 | 0.36 | 90.0 | 0.037 | 0.031 | 0.358 | 0.313 | 0.087 | 0.183 | 0.244 | condominium | brick | NaN | no | no | no | no | yes | 660000 | 4 |
| 7 | 002187c7e7ea5feefd2ac4ae181ef825 | bydgoszcz | tenement | 109.72 | 4.0 | 2.0 | 3.0 | NaN | 53.123480 | 18.008438 | 0.54 | 54.0 | 0.179 | 0.329 | 0.131 | 0.353 | 0.191 | 0.350 | 0.389 | condominium | brick | NaN | yes | yes | no | no | yes | 880000 | 4 |
| 9 | 002cfe174b59701f43ce612e65f0e786 | gdansk | blockOfFlats | 31.00 | 1.0 | 5.0 | 17.0 | 2021.0 | 54.393250 | 18.644620 | 4.92 | 12.0 | 0.063 | 0.170 | 1.302 | 0.129 | 0.268 | 2.246 | 0.242 | condominium | NaN | NaN | no | yes | yes | no | no | 459000 | 4 |
| 12 | 0045a7dca9dcdd18d5468f8723ff02db | krakow | NaN | 123.00 | 4.0 | 1.0 | 2.0 | 2010.0 | 50.043050 | 19.916700 | 2.07 | 2.0 | 0.578 | 1.234 | 1.089 | 0.328 | 0.518 | 0.140 | 0.631 | condominium | brick | NaN | no | yes | no | no | no | 1550000 | 4 |
| 14 | 0059c9f27f15824e806530450dbb7e99 | gdansk | apartmentBuilding | 48.10 | 2.0 | 3.0 | 4.0 | 2022.0 | 54.401710 | 18.632830 | 5.99 | 2.0 | 0.372 | 0.980 | 0.556 | 0.350 | 0.712 | 2.815 | 0.544 | condominium | brick | NaN | no | yes | yes | yes | no | 924795 | 4 |
| 18 | 006b23bae513388e246eb24d1006aea1 | krakow | blockOfFlats | 64.49 | 3.0 | 3.0 | 3.0 | 2008.0 | 50.000740 | 19.894298 | 6.84 | 5.0 | 0.352 | 0.977 | 0.234 | 0.210 | 0.230 | 4.600 | 0.177 | condominium | NaN | NaN | yes | yes | no | no | yes | 649000 | 4 |
| 19 | 0070858c2aeff6ca1aa94cfa99289132 | bialystok | blockOfFlats | 58.60 | 3.0 | 4.0 | 11.0 | 1984.0 | 53.130900 | 23.100700 | 2.98 | 9.0 | 0.449 | 1.159 | 0.198 | 0.409 | 0.404 | 1.772 | 0.212 | condominium | concreteSlab | NaN | yes | yes | yes | no | yes | 379000 | 4 |
| 31 | 00a03fe0042c3b417f9b11bb77893e21 | warszawa | NaN | 79.00 | 3.0 | 4.0 | 4.0 | 2020.0 | 52.137854 | 21.029123 | 10.58 | 3.0 | 0.754 | 0.703 | 0.706 | 0.119 | 0.501 | 1.139 | 0.425 | condominium | brick | NaN | yes | no | yes | yes | no | 1800000 | 4 |